MBASED: allele-specific expression detection in cancer tissues and cell lines.

MBASED: allele-specific expression detection in cancer tissues and cell lines.
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DOI:
10.1186/s13059-014-0405-3
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发表时间:
2014-08-07
期刊:
影响因子:
12.3
通讯作者:
Zhang Z
Zhang Z
中科院分区:
生物学1区
文献类型:
--
作者:
Mayba O;Gilbert HN;Liu J;Haverty PM;Jhunjhunwala S;Jiang Z;Watanabe C;Zhang Z

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等位基因特异性表达是基因调控的一个重要方面。我们开发了一种新的方法MBASED,基于荟萃分析的等位基因特异性表达检测,用于使用RNA-seq数据进行ASE检测,该RNA-seq数据聚合多个单核苷酸变异基因座的信息,以获得ASE的基因水平测量,即使先前的定相信息不可用。MBASED能够进行单样本和双样本分析,并在模拟中表现良好。我们将MBASED应用于一组癌细胞系和配对的肿瘤-正常组织样本,并在癌症样本中观察到广泛的ASE,而不是正常样本,主要由基因组拷贝数改变驱动。本文的在线版本(doi:10.1186/s13059-014-0405-3)包含补充材料,可供授权用户使用。
Allele-specific gene expression, ASE, is an important aspect of gene regulation. We developed a novel method MBASED, meta-analysis based allele-specific expression detection for ASE detection using RNA-seq data that aggregates information across multiple single nucleotide variation loci to obtain a gene-level measure of ASE, even when prior phasing information is unavailable. MBASED is capable of one-sample and two-sample analyses and performs well in simulations. We applied MBASED to a panel of cancer cell lines and paired tumor-normal tissue samples, and observed extensive ASE in cancer, but not normal, samples, mainly driven by genomic copy number alterations. The online version of this article (doi:10.1186/s13059-014-0405-3) contains supplementary material, which is available to authorized users.
核苷酸分辨率上杂合性丧失和单相表达的全基因组丧失的综合分析揭示了三阴性乳腺癌的途径中断。
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